大模型应用开发工程师学习路线：从 Prompt、RAG 到 Agent 工程落地

大模型应用基础核心目标：建立对大模型的工程认知，了解边界和使用成本；大模型微调原理核心目标：对 Agent 开发工程师，这部分不需要自己动手训，理解原理、能判断"要不要微调"就够了。 关键词过滤、安全护栏、指令边界设计、该拒答时拒答，用户输入永远当不可信数据处理 补充：真正落地时，关键提示词往往需要和领域、业务专家一起打磨，他们知道什么是对的输出，你知道怎么让模型稳定产出，需要配合 本文将从零到一 ...

推荐一个好用的企业智能知识库系统

最近我的企业智能知识库系统升级了：增加Python版本的后端微服务项目。使用了RAG + KAG 双引擎架构。这个系统非常实用，可以直接写到简历中，很加分。通过这个系统，大家可以前端、Java、Python和AI技术一起学习，嘎嘎香。 前言 最近我的企业智能知识库系统升级了：增加Python版本的后端微服务项目。 使用了RAG + KAG 双引擎架构。 这个系统非常实用，可以直接写到简历中，很加分 ...
PC Tech Magazine

Best machine learning development companies for time series forecasting (2026)

The seven companies listed here cover the realistic range of what a buyer will encounter in 2026: embedded ML teams that own ...
IT-Online

Data Scientist (Python, Machine Learning, LLMs) – (In Office) CPT – Western Cape Cape Town

ENVIRONMENT: An Investment company is searching for a talented and driven Data Scientist to join their innovative and growing team based in Durbanville, Cape Town. This is an exciting opportunity to ...

科技早报 | Transformer全员出走·SpaceX收购Cursor·GLM-5.2开源

最新进展：SpaceX 宣布以全股票交易方式收购 Anysphere，交易估值 600 亿美元。SpaceX 表示，Cursor 的开发者社区和数据将与其 Colossus 超级计算集群结合，打造"全球最有用的 AI 模型"。
TechRepublic

Malicious Hugging Face Models Could Trigger Remote Code Execution

A flaw in Hugging Face Transformers could allow malicious AI models to execute code, exposing credentials and highlighting AI supply chain risks. Organizations using vulnerable versions of the Hugging ...
The Print

Atomesus unveils Cipher 8B language model, opens developer API with substantial free credits

Atomesus has officially entered the artificial intelligence language model market with the launch of Cipher 8B — a model the company has positioned squarely at software engineering, multi-step ...
POWER Magazine

Fives ProSim Launches ProSimPlus Python API, a New Generation of Python Driven Process ...

Fives ProSim, a subsidiary of the Fives Group and an expert in industrial process simulation and optimization, announces the release of ProSimPlus Python API. This new solution enables users to run ...
VentureBeat

Protect your enterprise now from the Shai-Hulud worm and npm vulnerability in 6 actionable ...

Any development environment that installed or imported one of the 172 compromised npm or PyPI packages published since May 11 should be treated as potentially compromised. On affected developer ...
GitHub

State-of-the-art Machine Learning for the Web

Run 🤗 Transformers directly in your browser, with no need for a server! Transformers.js is designed to be functionally equivalent to Hugging Face's transformers python library, meaning you can run ...
Hacker

Build a Vector Search Engine in Python with FAISS and Sentence Transformers

If you’ve used ChatGPT, Perplexity, or any modern AI-powered search engine recently, you've experienced vector search even if you didn’t realize it. Unlike traditional keyword-based search, vector ...